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Benchmarking atlas-level data integration in single-cell genomics - integration task datasets

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Figshare2022-02-02 更新2026-04-08 收录
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https://figshare.com/articles/dataset/Benchmarking_atlas-level_data_integration_in_single-cell_genomics_-_integration_task_datasets_Immune_and_pancreas_/12420968/5
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Pancreas, Lung atlas, human immune cell, and human and mouse immune cell integration tasks from the manuscript "Benchmarking atlas-level data integration in single-cell genomics". <br><br>These datasets were aggregated from public datasets, cell annotations were harmonized or reannotated, and the data was consistently preprocessed using scran pooling and log+1 transformation. In the immune cell datasets an erythrocyte development trajectory was also annotated. Details on dataset preprocessing can be found in the paper and in the accompanying Github at https://www.github.com/theislab/scib.<br><br>Please cite the paper and the papers the individual datasets were aggregated from when using this data.<br><br>Note: the "complexBatch" version of the pancreas data was used in the paper. This version contains a higher resolution batch covariate and all batches were normalized jointly.<br>
提供机构:
Theis, Fabian; Strobl, Daniel; Dugas, Martin; Luecken, Malte; Interlandi, Marta; Buttner, Maren; Danese, Anna; Chaichoompu, Kridsadakorn; Zappia, Luke; Colomé-Tatché, Maria; Müller, Michaela
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2020-10-12
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